Logistic sub-models for small size populations in credit scoring. - Bouaguel Waad; Farid Beninel; Ghazi Bel Mufti (CIDM, 2011)

An improvement direction for filter selection techniques using information theory measures and quadratic optimization - Bouaguel Waad; Ghazi Bel Mufti (CoRR, 2012)

Transfer Learning Using Logistic Regression in Credit Scoring - Farid Beninel; Bouaguel Waad; Ghazi Bel Mufti (CoRR, 2012)

Feature Selection by Rank Aggregation and Genetic Algorithms. - Bouaguel Waad; Afef Ben Brahim; Mohamed Limam (KDIR/KMIS, 2013)

Rank Aggregation for Filter Feature Selection in Credit Scoring. - Bouaguel Waad; Ghazi Bel Mufti; Mohamed Limam (MIKE, 2013)

Similarity Aggregation a New Version of Rank Aggregation Applied to Credit Scoring Case. - Bouaguel Waad; Ghazi Bel Mufti; Mohamed Limam (MIKE, 2013)

A Three-Stage Feature Selection using quadratic Programming for Credit Scoring. - Bouaguel Waad; Ghazi Bel Mufti; Mohamed Limam (Appl. Artif. Intell., 2013)

An Ensemble Wrapper Feature Selection for Credit Scoring. - Waad Bouaguel; Mohamed Limam (SocProS (1), 2014)

Proceedings in Adaptation, Learning and Optimization. - Waad Bouaguel (IES, 2015)

New Method for Instance Feature Selection Using Redundant Features for Biological Data. - Waad Bouaguel; Emna Mouelhi; Ghazi Bel Mufti (MACIS, 2015)

A Redundancy Study for Feature Selection in Biological Data. - Emna Mouelhi; Waad Bouaguel; Ghazi Bel Mufti (MIKE, 2015)

A Parallel Implementation of Relief Algorithm Using Mapreduce Paradigm. - Jamila Yazidi; Waad Bouaguel; Nadia Essoussi (ICCCI (2), 2016)

Feature Selection Using Genetic Algorithm for Big Data. - Rania Saidi; Waad Bouaguel Ncir; Nadia Essoussi (AMLTA, 2018)

A Distributed Multi-source Feature Selection Using Spark. - Bochra Zaghdoudi; Waad Bouaguel; Nadia Essoussi (AMLTA, 2019)

Hybrid Feature Selection Method Based on the Genetic Algorithm and Pearson Correlation Coefficient. - Rania Saidi; Waad Bouaguel; Nadia Essoussi (Machine Learning Paradigms, 2019)

Parallel and scalable Dunn Index for the validation of big data clusters. - Chiheb-Eddine Ben Ncir; Abdallah Hamza; Waad Bouaguel (Parallel Comput., 2021)

Disjoint and Non-Disjoint Community Detection with Control of Overlaps Between Communities. - Chiheb-Eddine Ben N'cir; Mohamed Ismail Maiza; Waad Bouaguel; Nadia Essoussi (SN Comput. Sci., 2021)

Efficient multi-classifier wrapper feature-selection model: Application for dimension reduction in credit scoring. - Waad Bouaguel (Comput. Sci., 2022)

Distributed Evolutionary Feature Selection for Big Data Processing. - Waad Bouaguel; Chiheb-Eddine Ben N'cir (Vietnam. J. Comput. Sci., 2022)

Identification of Credit Risks Using Cluster Analysis and Behavioural Scoring During the COVID-19 Pandemic. - Waad Bouaguel; Taghrid Al Silimani (Machine Learning and Data Analytics for Solving Business Problems, 2022)

Evolutionary multi-objective customer segmentation approach based on descriptive and predictive behaviour of customers: application to the banking sector. - Chiheb-Eddine Ben Ncir; Mohamed Ben Mzoughia; Alaa A. Qaffas; Waad Bouaguel (J. Exp. Theor. Artif. Intell., 2023)